Additively manufactured materials and structures: A state-of-the-art review on their mechanical characteristics and energy absorption

Y Wu, J Fang, C Wu, C Li, G Sun, Q Li - International Journal of Mechanical …, 2023 - Elsevier
Lightweight materials and structures have been extensively studied for a wide range of
applications in design and manufacturing of more environment-friendly and more …

[HTML][HTML] Review on design and structural optimisation in additive manufacturing: Towards next-generation lightweight structures

J Plocher, A Panesar - Materials & Design, 2019 - Elsevier
As the application of additive manufacturing (AM) reaches an unprecedented scale in both
academia and industry, a reflection upon the state-of-the-art developments in the design for …

Mechanical metamaterials and their engineering applications

JU Surjadi, L Gao, H Du, X Li, X Xiong… - Advanced …, 2019 - Wiley Online Library
In the past decade, mechanical metamaterials have garnered increasing attention owing to
its novel design principles which combine the concept of hierarchical architecture with …

On the use of artificial neural networks in topology optimisation

RV Woldseth, N Aage, JA Bærentzen… - Structural and …, 2022 - Springer
The question of how methods from the field of artificial intelligence can help improve the
conventional frameworks for topology optimisation has received increasing attention over …

[HTML][HTML] Design of compliant mechanisms using continuum topology optimization: A review

B Zhu, X Zhang, H Zhang, J Liang, H Zang, H Li… - … and Machine Theory, 2020 - Elsevier
Compliant mechanisms have become an important branch of modern mechanisms. Unlike
conventional rigid body mechanisms, compliant mechanisms transform the displacement …

[HTML][HTML] Holistic computational design within additive manufacturing through topology optimization combined with multiphysics multi-scale materials and process …

M Bayat, O Zinovieva, F Ferrari, C Ayas… - Progress in Materials …, 2023 - Elsevier
Additive manufacturing (AM) processes have proven to be a perfect match for topology
optimization (TO), as they are able to realize sophisticated geometries in a unique layer-by …

Exploring challenges and opportunities to support designers in learning to co-create with AI-based manufacturing design tools

F Gmeiner, H Yang, L Yao, K Holstein… - Proceedings of the 2023 …, 2023 - dl.acm.org
AI-based design tools are proliferating in professional software to assist engineering and
industrial designers in complex manufacturing and design tasks. These tools take on more …

Topology optimization approaches: A comparative review

O Sigmund, K Maute - Structural and multidisciplinary optimization, 2013 - Springer
Topology optimization has undergone a tremendous development since its introduction in
the seminal paper by Bendsøe and Kikuchi in 1988. By now, the concept is developing in …

Topologygan: Topology optimization using generative adversarial networks based on physical fields over the initial domain

Z Nie, T Lin, H Jiang, LB Kara - Journal of …, 2021 - asmedigitalcollection.asme.org
In topology optimization using deep learning, the load and boundary conditions represented
as vectors or sparse matrices often miss the opportunity to encode a rich view of the design …

A comprehensive review of educational articles on structural and multidisciplinary optimization

C Wang, Z Zhao, M Zhou, O Sigmund… - Structural and …, 2021 - Springer
Ever since the publication of the 99-line topology optimization MATLAB code (top99) by
Sigmund in 2001, educational articles have emerged as a popular category of contributions …